PP

Pietro Perona

0000-0002-7583-5809

cs.CVcs.LGcs.AIstat.MLArtificial Intelligenceq-bio.NCneuroscienceSocial BehaviorAlgorithmsBehavior, Animal

On Valency

published · living versions

Microsoft COCO: Common Objects in Context

with Tsung-Yi Lin, Michael Maire, Serge Belongie, Lubomir Bourdev +5

1 version

W_a6ff279cv1 · current

CompoSET: A Controlled Single-Edit Benchmark for Vision-Language Compositionality

W_tc7spcstv1

From Google Maps to a Fine-Grained Catalog of Street trees

W_d359qd22v1

Bird Species Categorization Using Pose Normalized Deep Convolutional Nets

W_d7d8jbrmv1

The iNaturalist Species Classification and Detection Dataset

W_4ahpz7vkv1

Preprints & journals

141 papers in the corpus · 1990–2026

A Paired RGB-Sonar Dataset for Fish Monitoring with Consumer Sonar

Mourad Derbedrosian, Michael Hobley, Pietro Perona

0 citations

2610.23759v12026arXiv

CFC26: Building Evaluations for Deployment in Sonar-Based Fish Counting

Madison Van Horn, Suzanne Stathatos, Sevan Brodjian et al.

0 citations

2610.22549v12026arXiv

When Generative Models Act as Simulators

Sevan Brodjian, Michael Hobley, Pietro Perona

0 citations

2610.12847v12026arXiv

Harnessing Domain Specialists in Multimodal Mixture-of-Experts for Efficient Adaptation

Damiano Marsili, Raphi Kang, Aditya Mehta et al.

0 citations

2610.02123v12026arXiv

Rapid spatial cognition in mice, with and without neocortex and hippocampus.

Zheng, Jieyu, Guimarães, Rogério, Turan, Zeynep et al.

1 citation

428562372026bioRxiv : the preprint server for biology. 2026

Training-Free Temporal Abstraction for General Video Understanding

Etienne Casanova, Sevan Brodjian, Pietro Perona

0 citations

2608.27929v12026arXiv

Inference-Time Scaling of Diffusion Models via Progressive Seed Pruning

Rogerio Guimaraes, Pietro Perona

0 citations

2607.21591v12026arXiv

TaskNPoint: How to Teach Your Humanoid to Hit a Backhand in Minutes

Blake Werner, Ilona Demler, Pietro Perona et al.

0 citations

2606.26215v12026arXiv

CalTennis: Large Multi-View Tennis Video Dataset and Benchmark of Monocular-to-3D Pose Estimation

Ilona Demler, Xinran Xie, Blake Werner et al.

0 citations

2606.20542v12026arXiv

Single View Seafloor Recovery from Imaging Sonar via Differentiable Rendering

Sevan Brodjian, Michael Hobley, Pietro Perona

0 citations

2605.24195v12026arXiv

Unsupervised Representation Learning From Sparse Transformation Analysis.

Song, Yue, Keller, T Anderson, Yue, Yisong et al.

0 citations

414289052026IEEE transactions on pattern analysis and machine intelligence. 2026;48(4):4539-4552

Linear Mechanisms for Spatiotemporal Reasoning in Vision Language Models

Raphi Kang, Hongqiao Chen, Georgia Gkioxari et al.

0 citations

2601.12626v12026arXiv

Who's Asking? Evaluating LLM Robustness to Inquiry Personas in Factual Question Answering

Nil-Jana Akpinar, Chia-Jung Lee, Vanessa Murdock et al.

0 citations

2510.12925v12025arXiv

Kuramoto Orientation Diffusion Models

Yue Song, T. Anderson Keller, Sevan Brodjian et al.

0 citations

2509.15328v32025arXiv

Diffusion-Based Action Recognition Generalizes to Untrained Domains

Rogerio Guimaraes, Frank Xiao, Pietro Perona et al.

1 citation

2509.08908v32025arXiv

Langevin Flows for Modeling Neural Latent Dynamics

Yue Song, T. Anderson Keller, Yisong Yue et al.

0 citations

2507.11531v22025arXiv

TARDIS STRIDE: A Spatio-Temporal Road Image Dataset and World Model for Autonomy

H'ector Carri'on, Yutong Bai, V'ictor A. Hern'andez Castro et al.

0 citations

2506.11302v32025arXiv

Representational Difference Explanations

Neehar Kondapaneni, Oisin Mac Aodha, Pietro Perona

0 citations

2505.23917v22025arXiv

SAVeD: Learning to Denoise Low-SNR Video for Improved Downstream Performance

Suzanne Stathatos, Michael Hobley, Pietro Perona et al.

0 citations

2504.00161v22025arXiv

Representational Similarity via Interpretable Visual Concepts

Neehar Kondapaneni, Oisin Mac Aodha, Pietro Perona

0 citations

2503.15699v22025arXiv

Is CLIP ideal? No. Can we fix it? Yes!

Raphi Kang, Yue Song, Georgia Gkioxari et al.

3 citations

2503.08723v32025arXiv

A Rapid Test for Accuracy and Bias of Face Recognition Technology

Manuel Knott, Ignacio Serna, Ethan Mann et al.

1 citation

2502.14996v12025arXiv

CellSAM: A Foundation Model for Cell Segmentation.

Israel, Uriah, Marks, Markus, Dilip, Rohit et al.

106 citations

380452772025bioRxiv : the preprint server for biology. 2025

Counting Fish with Temporal Representations of Sonar Video

Kai Van Brunt, Justin Kay, Timm Haucke et al.

0 citations

2502.05129v12025arXiv

A Closer Look at Benchmarking Self-supervised Pre-training with Image Classification.

Marks, Markus, Knott, Manuel, Kondapaneni, Neehar et al.

11 citations

407272472025International journal of computer vision. 2025;133(8):5013-5025

Learning Keypoints for Multi-Agent Behavior Analysis using Self-Supervision

Daniel Khalil, Christina Liu, Pietro Perona et al.

1 citation

2409.09455v12024arXiv

Social Perception of Faces in a Vision-Language Model

Carina I. Hausladen, Manuel Knott, Colin F. Camerer et al.

5 citations

2408.14435v22024Published in the Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency (FAccT 2025)

A Framework for Efficient Model Evaluation through Stratification, Sampling, and Estimation

Riccardo Fogliato, Pratik Patil, Mathew Monfort et al.

2 citations

2406.07320v22024arXiv

Less is More: Discovering Concise Network Explanations

Neehar Kondapaneni, Markus Marks, Oisin Mac Aodha et al.

0 citations

2405.15243v32024arXiv

A number sense as an emergent property of the manipulating brain.

Kondapaneni, Neehar, Perona, Pietro

3 citations

385146902024Scientific reports. 2024;14(1):6858

Align and Distill: Unifying and Improving Domain Adaptive Object Detection

Justin Kay, Timm Haucke, Suzanne Stathatos et al.

3 citations

2403.12029v42024arXiv

Endotaxis: A neuromorphic algorithm for mapping, goal-learning, navigation, and patrolling.

Zhang, Tony, Rosenberg, Matthew, Jing, Zeyu et al.

11 citations

384209962024eLife. 2024;12

Diversified Ensembling: An Experiment in Crowdsourced Machine Learning

Ira Globus-Harris, Declan Harrison, Michael Kearns et al.

0 citations

2402.10795v12024arXiv

On the Effect of Image Resolution on Semantic Segmentation

Ritambhara Singh, Abhishek Jain, Pietro Perona et al.

2 citations

2402.05398v12024arXiv

Anatomically distributed neural representations of instincts in the hypothalamus.

Stagkourakis, Stefanos, Spigolon, Giada, Marks, Markus et al.

6 citations

380453122026bioRxiv : the preprint server for biology. 2023

A Foundation Model for Cell Segmentation

Uriah Israel, Markus Marks, Rohit Dilip et al.

5 citations

2311.11004v12023arXiv

Text-image Alignment for Diffusion-based Perception

Neehar Kondapaneni, Markus Marks, Manuel Knott et al.

41 citations

2310.00031v32023arXiv

Benchmarking Algorithmic Bias in Face Recognition: An Experimental Approach Using Synthetic Faces and Human Evaluation

Hao Liang, Pietro Perona, Guha Balakrishnan

18 citations

2308.05441v12023arXiv

Spatial Implicit Neural Representations for Global-Scale Species Mapping

Elijah Cole, Grant Van Horn, Christian Lange et al.

10 citations

2306.02564v12023arXiv

Confidence Intervals for Error Rates in 1:1 Matching Tasks: Critical Statistical Analysis and Recommendations

Riccardo Fogliato, Pratik Patil, Pietro Perona

1 citation

2306.01198v32023arXiv

Understanding Label Bias in Single Positive Multi-Label Learning

Julio Arroyo, Pietro Perona, Elijah Cole

0 citations

2305.15584v12023arXiv

BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos

Jennifer J. Sun, Lili Karashchuk, Amil Dravid et al.

16 citations

2212.07401v32022arXiv

MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior

Jennifer J. Sun, Markus Marks, Andrew Ulmer et al.

12 citations

2207.10553v22022arXiv

Visual Knowledge Tracing

Neehar Kondapaneni, Pietro Perona, Oisin Mac Aodha

1 citation

2207.10157v22022arXiv

On Label Granularity and Object Localization

Elijah Cole, Kimberly Wilber, Grant Van Horn et al.

14 citations

2207.10225v12022arXiv

The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting

Justin Kay, Peter Kulits, Suzanne Stathatos et al.

35 citations

2207.09295v12022arXiv

Self-Supervised Keypoint Discovery in Behavioral Videos.

Sun, Jennifer J, Ryou, Serim, Goldshmid, Roni H et al.

29 citations

366283572024Proceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2022;2022:2161-2170

Near Perfect GAN Inversion

Qianli Feng, Viraj Shah, Raghudeep Gadde et al.

8 citations

2202.11833v12022arXiv

Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer

Yair Kittenplon, Inbal Lavi, Sharon Fogel et al.

72 citations

2202.05508v22022arXiv

Rayleigh EigenDirections (REDs): GAN latent space traversals for multidimensional features

Guha Balakrishnan, Raghudeep Gadde, Aleix Martinez et al.

1 citation

2201.10423v12022arXiv

Career total: 628 works. 141 are in this corpus.Showing the 50 most recent.

Profile built from the corpus for this byline.

628

works

124K

citations

106

h-index

Corpus papers per year

Corpus papers per year, 1990 to 2026. Busiest year 2014, 14 papers.
Year	Papers
1990	1
1991	0
1992	0
1993	0
1994	0
1995	0
1996	2
1997	1
1998	2
1999	1
2000	0
2001	0
2002	1
2003	0
2004	0
2005	0
2006	1
2007	1
2008	2
2009	4
2010	2
2011	2
2012	5
2013	2
2014	14
2015	6
2016	7
2017	6
2018	7
2019	10
2020	8
2021	9
2022	8
2023	8
2024	9
2025	11
2026	11

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